Apple SDK

import SynTheraSDK
import HealthKit

class ClinicalAnalysisManager {
    private let syntheraClient: SynTheraClient
    private let healthStore = HKHealthStore()
    
    init() {
        // Initialize SynThera client
        syntheraClient = SynTheraClient(
            apiKey: "your-api-key-here",
            environment: .production,
            region: .usEast1
        )
    }
    
    func analyzePatientData() async throws -> ClinicalAnalysis {
        // Create patient data from HealthKit
        let patientData = PatientData(
            demographics: Demographics(
                age: 45,
                biologicalSex: .female,
                bloodType: .aPositive
            ),
            vitals: try await getVitalsFromHealthKit(),
            symptoms: ["chest pain", "shortness of breath"],
            medicalHistory: ["hypertension", "diabetes"]
        )
        
        // Perform clinical analysis
        let analysis = try await syntheraClient.clinical.analyze(patientData)
        
        print("Risk Score: (analysis.riskScore)")
        print("Primary Diagnosis: (analysis.primaryDiagnosis)")
        print("Recommendations: (analysis.recommendations)")
        
        return analysis
    }
    
    private func getVitalsFromHealthKit() async throws -> Vitals {
        // Request HealthKit authorization
        let typesToRead: Set = [
            HKObjectType.quantityType(forIdentifier: .heartRate)!,
            HKObjectType.quantityType(forIdentifier: .bloodPressureSystolic)!,
            HKObjectType.quantityType(forIdentifier: .bloodPressureDiastolic)!,
            HKObjectType.quantityType(forIdentifier: .bodyTemperature)!
        ]
        
        try await healthStore.requestAuthorization(toShare: [], read: typesToRead)
        
        // Fetch latest vitals
        let heartRate = try await getLatestQuantity(for: .heartRate)
        let systolic = try await getLatestQuantity(for: .bloodPressureSystolic)
        let diastolic = try await getLatestQuantity(for: .bloodPressureDiastolic)
        let temperature = try await getLatestQuantity(for: .bodyTemperature)
        
        return Vitals(
            heartRate: heartRate?.doubleValue(for: .count().unitDivided(by: .minute())),
            bloodPressure: BloodPressure(
                systolic: systolic?.doubleValue(for: .millimeterOfMercury()),
                diastolic: diastolic?.doubleValue(for: .millimeterOfMercury())
            ),
            temperature: temperature?.doubleValue(for: .degreeFahrenheit())
        )
    }
}

import SwiftUI
import SynTheraSDK

struct ClinicalAnalysisView: View {
    @StateObject private var analysisManager = ClinicalAnalysisManager()
    @State private var analysis: ClinicalAnalysis?
    @State private var isAnalyzing = false
    @State private var errorMessage: String?
    
    var body: some View {
        NavigationView {
            VStack(spacing: 20) {
                // Patient Data Input
                PatientDataForm(patientData: $analysisManager.patientData)
                
                // Analysis Button
                Button(action: performAnalysis) {
                    HStack {
                        if isAnalyzing {
                            ProgressView()
                                .progressViewStyle(CircularProgressViewStyle())
                                .scaleEffect(0.8)
                        }
                        Text(isAnalyzing ? "Analyzing..." : "Analyze Patient")
                    }
                }
                .disabled(isAnalyzing)
                .buttonStyle(PrimaryButtonStyle())
                
                // Analysis Results
                if let analysis = analysis {
                    AnalysisResultsView(analysis: analysis)
                }
                
                // Error Display
                if let errorMessage = errorMessage {
                    Text(errorMessage)
                        .foregroundColor(.red)
                        .padding()
                }
                
                Spacer()
            }
            .padding()
            .navigationTitle("Clinical Analysis")
        }
    }
    
    private func performAnalysis() {
        isAnalyzing = true
        errorMessage = nil
        
        Task {
            do {
                let result = try await analysisManager.analyzePatient()
                await MainActor.run {
                    self.analysis = result
                    self.isAnalyzing = false
                }
            } catch {
                await MainActor.run {
                    self.errorMessage = error.localizedDescription
                    self.isAnalyzing = false
                }
            }
        }
    }
}

struct AnalysisResultsView: View {
    let analysis: ClinicalAnalysis
    
    var body: some View {
        VStack(alignment: .leading, spacing: 16) {
            Text("Analysis Results")
                .font(.headline)
            
            // Risk Score
            HStack {
                Text("Risk Score:")
                    .fontWeight(.medium)
                Spacer()
                Text("(analysis.riskScore, specifier: "%.1f")")
                    .foregroundColor(riskColor(for: analysis.riskScore))
                    .fontWeight(.bold)
            }
            
            // Primary Diagnosis
            VStack(alignment: .leading, spacing: 8) {
                Text("Primary Diagnosis:")
                    .fontWeight(.medium)
                Text(analysis.primaryDiagnosis)
                    .padding()
                    .background(Color.blue.opacity(0.1))
                    .cornerRadius(8)
            }
            
            // Recommendations
            VStack(alignment: .leading, spacing: 8) {
                Text("Recommendations:")
                    .fontWeight(.medium)
                ForEach(analysis.recommendations, id: .self) { recommendation in
                    HStack {
                        Image(systemName: "checkmark.circle.fill")
                            .foregroundColor(.green)
                        Text(recommendation)
                    }
                    .padding(.vertical, 2)
                }
            }
        }
        .padding()
        .background(Color(.systemGray6))
        .cornerRadius(12)
    }
    
    private func riskColor(for score: Double) -> Color {
        switch score {
        case 0..<3: return .green
        case 3..<7: return .orange
        default: return .red
        }
    }
}

import UIKit
import SynTheraSDK

class ClinicalAnalysisViewController: UIViewController {
    private let syntheraClient = SynTheraClient(
        apiKey: "your-api-key",
        environment: .production
    )
    
    @IBOutlet weak var patientDataTextView: UITextView!
    @IBOutlet weak var analyzeButton: UIButton!
    @IBOutlet weak var resultsLabel: UILabel!
    @IBOutlet weak var activityIndicator: UIActivityIndicatorView!
    
    override func viewDidLoad() {
        super.viewDidLoad()
        setupUI()
    }
    
    private func setupUI() {
        title = "Clinical Analysis"
        analyzeButton.layer.cornerRadius = 8
        resultsLabel.numberOfLines = 0
    }
    
    @IBAction func analyzeButtonTapped(_ sender: UIButton) {
        performAnalysis()
    }
    
    private func performAnalysis() {
        setLoadingState(true)
        
        // Parse patient data from text view
        guard let patientDataText = patientDataTextView.text,
              !patientDataText.isEmpty else {
            showError("Please enter patient data")
            setLoadingState(false)
            return
        }
        
        Task {
            do {
                // Create patient data object
                let patientData = try parsePatientData(from: patientDataText)
                
                // Perform analysis
                let analysis = try await syntheraClient.clinical.analyze(patientData)
                
                await MainActor.run {
                    displayResults(analysis)
                    setLoadingState(false)
                }
            } catch {
                await MainActor.run {
                    showError(error.localizedDescription)
                    setLoadingState(false)
                }
            }
        }
    }
    
    private func displayResults(_ analysis: ClinicalAnalysis) {
        let resultsText = """
        Risk Score: (analysis.riskScore)
        
        Primary Diagnosis:
        (analysis.primaryDiagnosis)
        
        Recommendations:
        (analysis.recommendations.joined(separator: "
• "))
        
        Confidence: (analysis.confidenceScore)%
        """
        
        resultsLabel.text = resultsText
    }
    
    private func setLoadingState(_ isLoading: Bool) {
        analyzeButton.isEnabled = !isLoading
        
        if isLoading {
            activityIndicator.startAnimating()
            analyzeButton.setTitle("Analyzing...", for: .normal)
        } else {
            activityIndicator.stopAnimating()
            analyzeButton.setTitle("Analyze Patient", for: .normal)
        }
    }
    
    private func showError(_ message: String) {
        let alert = UIAlertController(
            title: "Error",
            message: message,
            preferredStyle: .alert
        )
        alert.addAction(UIAlertAction(title: "OK", style: .default))
        present(alert, animated: true)
    }
    
    private func parsePatientData(from text: String) throws -> PatientData {
        // Implementation for parsing patient data from text
        // This could be JSON parsing or custom format
        // For demo purposes, creating sample data
        return PatientData(
            demographics: Demographics(age: 45, biologicalSex: .female),
            vitals: Vitals(
                heartRate: 88,
                bloodPressure: BloodPressure(systolic: 140, diastolic: 90),
                temperature: 98.6
            ),
            symptoms: ["chest pain", "shortness of breath"],
            medicalHistory: ["hypertension"]
        )
    }
}